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Exact(24)
If the five similarity measures employed give similar clustering results, the number of SAR clusters from a given similarity measure is expected to be around 20% of the total number of clusters.
The algorithm proceeds further if there are at least three vectors similar to the query at the given similarity threshold (r value).
For instance, 4% selectivity means that 4% of the networks in the database are similar to the query according to the given similarity cutoff.
The matrix Q that minimizes a given distance metric d ( R, R ̃ ) or that maximizes a given similarity metric s ( R, R ̃ ) is determined.
The phenomenon described above can be observed when a series of similarity networks are generated from a given similarity matrix by applying a series of thresholds.
The algorithm proves to work well and allows the search to break out when a minimal given similarity is reached, whilst completeness of the output is guaranteed.
Similar(36)
Although a similar study has not yet been performed in Canada, it is likely to be similar to the US projections given similarities in context.
Given similarities in their distribution within India, evolutionary histories, body size and habits, congruent patterns of genetic variation were expected.
Thermal selection on the mitochondrial genome is unlikely to have driven this genetic differentiation, given similarities in temperature regime between Tokyo and Dokai Bays [35].
Given similarities between the genes we use hierarchical clustering with heat map presentation to visualise both semantic similarities and expression levels of the genes.
13 14 15 Given similarities in the pathophysiology of acute coronary syndrome and ischaemic stroke, it is plausible that air pollution is also an important and modifiable risk factor.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com